Every paper with a summary

Every arXiv paper Paperlayer has summarized so far. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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91,441 to 91,500 of 102,331

UI-KOBE: Knowledge-Oriented Behavior Exploration for Lightweight Graph-Guided GUI Agents
Yuxiang Chai, Han Xiao, Xinyu Fu +3
cs.AIarXiv:2605.29534v12026
Dynamic Evidence Collection Ecosystem for Assessment Integrity and Authentic Competence
Rajan Kadel, Bellal Hossain, Samar Shailendra +1
cs.HCcs.AIarXiv:2608.16016v12026
Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models
Lexiang Xiong, Qi Li, Jingwen Ye +1
cs.CVarXiv:2603.15557v12026
Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?
Zhi Chen, Zhensu Sun, Yuling Shi +2
cs.SEcs.AIarXiv:2607.01211v12026
The Last Harness You'll Ever Build
Haebin Seong, Li Yin, Haoran Zhang +1
cs.AIarXiv:2604.21003v32026
LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?
HuiMing Fan, Xiao Wang, Zheng Chu +5
cs.AIarXiv:2605.28721v12026
DEMON: Diffusion Engine for Musical Orchestrated Noise
Ryan Fosdick
cs.SDarXiv:2605.28657v12026
ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains
Ziqi Zhao, Xinyu Ma, Liu Yang +6
cs.CLcs.LGarXiv:2605.28014v12026
Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control
Dev Pratap Singh, Rong Feng, Suman Saha
cs.SEarXiv:2609.27214v12026
A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle
Zehao Lin, Xixuan Hao, Renyu Fu +5
cs.CRcs.AIcs.CLarXiv:2604.16548v22026
LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV
Tengfei Liu, Yang Shi, Xuanyu Zhu +17
cs.CVcs.MMcs.SDarXiv:2605.26244v12026
Can Multimodal Large Language Models Understand OCT?
Baochen Fu, Wenzhi Deng, Baihao Jin +5
cs.CVcs.CLarXiv:2607.16609v12026
Sycophantic AI makes human interaction feel more effortful and less satisfying over time
Lujain Ibrahim, Franziska Sofia Hafner, Myra Cheng +5
cs.HCcs.AIcs.CYarXiv:2605.07912v32026
Joint Agent Memory and Exploration Learning via Novelty Signals
Shizuo Tian, Xiaohong Weng, Rui Kong +9
cs.AIarXiv:2606.01528v12026
CSLib: The Lean Computer Science Library
Clark Barrett, Swarat Chaudhuri, Fabrizio Montesi +5
cs.LOcs.PLarXiv:2602.04846v12026
FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation
Zimu Lu, Houxing Ren, Yunqiao Yang +4
cs.SEcs.CLcs.CVarXiv:2602.03798v12026
A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models
Amrit Gopinath, Raghul, Durairaj Thenmozhi
cs.CLarXiv:2608.15102v12026
LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening
Ming Zhang, Qiyuan Peng, Yinxi Wei +13
cs.CLarXiv:2605.19597v12026
Pixel-Level Pavement Distress Assessment Using Instance Segmentation
Logan Dewick, Bibesh Pyakurel, Kong Pheng Yang +2
cs.CVarXiv:2605.26095v22026
GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation
Zhiqiang Hu, Shouren Huang, Masatoshi Ishikawa
cs.ROcs.AIarXiv:2608.14986v12026
PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination
Qiyao Wang, Xinyi Chen, Longze Chen +4
cs.CLcs.AIarXiv:2605.03571v12026
M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection
An Phan, Yufei Jin, Xingquan Zhu
cs.LGarXiv:2608.14847v12026
Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach
Luan Marko Kujavski, Rayson Laroca, Paulo Lisboa de Almeida
cs.CVarXiv:2606.20886v12026
PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns
Syrym Abdikhan, Mazhar Hameed
cs.SEcs.LGarXiv:2608.14742v12026
BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement
Kaixiang Wang, Yidan Lin, Jiong Lou +1
cs.MAcs.AIarXiv:2608.14668v12026
MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding
Hejun Dong, Junbo Niu, Bin Wang +3
cs.CVarXiv:2603.22458v12026
AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems
Nicole Koenigstein
cs.MAcs.AIcs.LGarXiv:2605.27466v12026
KARL: Knowledge Agents via Reinforcement Learning
Jonathan D. Chang, Andrew Drozdov, Shubham Toshniwal +23
cs.AIcs.LGarXiv:2603.05218v12026
FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models
Dmitry Stanishevskii, Nini Kamkia, Alexey Khoroshilov +4
cs.CLarXiv:2605.15482v22026
VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction
Kaixin Zhu, Yiwen Tang, Yifan Yang +9
cs.CVcs.AIarXiv:2605.15186v22026
Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings
Rory Ashton
cs.CVcs.LGarXiv:2608.14435v12026
Phi-4-reasoning-vision-15B Technical Report
Jyoti Aneja, Michael Harrison, Neel Joshi +3
cs.AIcs.CVarXiv:2603.03975v12026
Semantic Generative Tuning for Unified Multimodal Models
Songsong Yu, Yuxin Chen, Ying Shan +1
cs.CVcs.AIarXiv:2605.18714v22026
LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards
Nianyi Lin, Jiajie Zhang, Lei Hou +1
cs.CLcs.AIcs.LGarXiv:2605.31584v12026
PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis
Jinrang Jia, Zhenjia Li, Yijiang Hu +1
cs.CVarXiv:2605.17916v22026
Polaris : Multi Agentic System for Conversational Enterprise Analytics
Varuni H K, Soham Sarkar, Jay Kumar +4
cs.AIarXiv:2608.14246v12026
Recursive Think-Answer Process for LLMs and VLMs
Byung-Kwan Lee, Youngchae Chee, Yong Man Ro
cs.CLarXiv:2603.02099v22026
Discovering Hidden Gems in Model Repositories
Jonathan Kahana, Eliahu Horwitz, Yedid Hoshen
cs.LGcs.CLarXiv:2601.22157v12026
Using Songs to Improve Kazakh Automatic Speech Recognition
Rustem Yeshpanov
eess.ASarXiv:2603.00961v32026
COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami
Tom Zahavy, Shaobo Hou, Thomas Tumiel +16
cs.AIarXiv:2606.26299v12026
Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping
Tianxiang Du, Hulingxiao He, Yuxin Peng
cs.CVarXiv:2602.23980v12026
Second Thought: Reasoning in Parallel as LLM Agents Act and Observe
Zhensu Sun, Chengran Yang, Yunbo Lyu +2
cs.AIcs.SEarXiv:2608.13667v12026
Humans and LLMs Diverge on Probabilistic Inferences
Gaurav Kamath, Sreenath Madathil, Sebastian Schuster +2
cs.CLcs.AIarXiv:2602.23546v12026
OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains
Xinyue Cai, Chaoyou Fu, Yi-Fan Zhang +2
cs.CVarXiv:2606.14702v22026
Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors
Akira Okutomi
cs.AIcs.CLarXiv:2608.13591v12026
Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems
Heming Fu, Shan Lin, Qianqian Xie +1
cs.CLcs.AIarXiv:2608.13571v12026
VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions
Yuxin Chen, Yi Zhang, Zhengzhou Cai +11
cs.AIarXiv:2605.27141v12026
Mela: Test-Time Memory Consolidation based on Transformation Hypothesis
Lungchuan Chen
cs.CLarXiv:2605.10537v12026
CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning
Dachuan Shi, Hanlin Zhu, Xiangchi Yuan +4
cs.CLcs.AIarXiv:2605.20075v12026
DexHoldem: Playing Texas Hold'em with Dexterous Embodied System
Feng Chen, Tianzhe Chu, Li Sun +6
cs.ROcs.AIarXiv:2605.18727v12026
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning
Mingyang Song, Haoyu Sun, Jiawei Gu +4
cs.AIcs.CLcs.CVarXiv:2601.18631v22026
How Accurate are Video Quality Models for Diffusion-Based Video Super-Resolution?
Benjamin Herb, Steve Göring, Alexander Raake +1
eess.IVcs.CVarXiv:2605.25940v12026
From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models
Longwei Ding, Anhao Zhao, Fanghua Ye +2
cs.LGarXiv:2601.18091v12026
Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts
Gabriel Jason Lee, Jathurshan Pradeepkumar, Jimeng Sun
cs.LGcs.AIeess.SParXiv:2604.16926v22026
CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection
Jiwon Song, Dongwon Jo, Beomseok Kang +1
cs.CLarXiv:2605.16839v12026
MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation
Youjun Zhao, Alex Warren, Gary K. L. Tam +1
cs.CVcs.LGarXiv:2608.07463v12026
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery
Guiyao Tie, Jiawen Shi, Dingjie Song +20
cs.AIarXiv:2605.23204v12026
Efficient Reasoning with Balanced Thinking
Yulin Li, Tengyao Tu, Li Ding +5
cs.AIcs.CLcs.LGarXiv:2603.12372v32026
Composer 2 Technical Report
Cursor Research, :, Aaron Chan +53
cs.SEcs.LGarXiv:2603.24477v22026
Large Language Models over Networks: Collaborative Intelligence under Resource Constraints
Liangqi Yuan, Wenzhi Fang, Shiqiang Wang +2
eess.SPcs.DCcs.LGarXiv:2605.08626v12026

Every paper with a summary

UI-KOBE: Knowledge-Oriented Behavior Exploration for Lightweight Graph-Guided GUI Agents

Dynamic Evidence Collection Ecosystem for Assessment Integrity and Authentic Competence

Anatomy of a Lie: A Multi-Stage Diagnostic Framework for Tracing Hallucinations in Vision-Language Models

Are Performance-Optimization Benchmarks Reliably Measuring Coding Agents?

The Last Harness You'll Ever Build

LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?

DEMON: Diffusion Engine for Musical Orchestrated Noise

ROSD: Reflective On-Policy Self-Distillation for Language Model Reasoning across Domains

Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control

A Survey on Long-Term Memory Security in LLM Agents: Attacks, Defenses, and Governance Across the Memory Lifecycle

LongAV-Compass: Towards Unified Evaluation of Minute-Scale Audio-Visual Generation Across T2AV, I2AV, and V2AV

Can Multimodal Large Language Models Understand OCT?

Sycophantic AI makes human interaction feel more effortful and less satisfying over time

Joint Agent Memory and Exploration Learning via Novelty Signals

CSLib: The Lean Computer Science Library

FullStack-Agent: Enhancing Agentic Full-Stack Web Coding via Development-Oriented Testing and Repository Back-Translation

A Declarative-Procedural Perspective on Expert Routing in Bilingual Mixture-of-Experts Language Models

LLMEval-Logic: A Solver-Verified Chinese Benchmark for Logical Reasoning of LLMs with Adversarial Hardening

Pixel-Level Pavement Distress Assessment Using Instance Segmentation

GaussMemory: Task-Driven 3D Gaussian Scene Memory for Long-Horizon Robotic Manipulation

PatRe: A Full-Stage Office Action and Rebuttal Generation Benchmark for Patent Examination

M-LINKX: Multiview Graph Learning for Brain Cognitive Disease Detection

Toward Parking Spot Occupancy Recognition: A Self-Supervised Approach

PandasCorpus: A Resource of Real-World Pandas Workflows and Usage Patterns

BRA-Audit: Budgeted Runtime Auditing for LLM Multi-Agent Systems via Cumulative-Exposure Audit-Point Placement

MinerU-Diffusion: Rethinking Document OCR as Inverse Rendering via Diffusion Decoding

AgensFlow: A Coordination-Policy Substrate for Multi-Agent Systems

KARL: Knowledge Agents via Reinforcement Learning

FINESSE-Bench: A Hierarchical Benchmark Suite for Financial Domain Knowledge and Technical Analysis in Large Language Models

VGGT-Edit: Feed-forward Native 3D Scene Editing with Residual Field Prediction

Style or Signature? Artist-Disjoint Evaluation of Style Classification in Frozen Vision Embeddings

Phi-4-reasoning-vision-15B Technical Report

Semantic Generative Tuning for Unified Multimodal Models

LongTraceRL: Learning Long-Context Reasoning from Search Agent Trajectories with Rubric Rewards

PanoWorld: A Generative Spatial World Model for Consistent Whole-House Panorama Synthesis

Polaris : Multi Agentic System for Conversational Enterprise Analytics

Recursive Think-Answer Process for LLMs and VLMs

Discovering Hidden Gems in Model Repositories

Using Songs to Improve Kazakh Automatic Speech Recognition

COrigami: An AI Pipeline for Co-Designing Flat-Foldable Visually Recognisable Origami

Venus: Benchmarking and Empowering Multimodal Large Language Models for Aesthetic Guidance and Cropping

Second Thought: Reasoning in Parallel as LLM Agents Act and Observe

Humans and LLMs Diverge on Probabilistic Inferences

OmniVideo-100K: A Dataset for Audio-Visual Reasoning through Structured Scripts and Evidence Chains

Stable Miscalibration in Large Language Models: A Practical View of High-Confidence Errors

Not All Tokens Are Equal: Inflation-Aware Routing for Agentic LLM Systems

VitaBench 2.0: Evaluating Personalized and Proactive Agents in Long-Term User Interactions

Mela: Test-Time Memory Consolidation based on Transformation Hypothesis

CopT: Contrastive On-Policy Thinking with Continuous Spaces for General and Agentic Reasoning

DexHoldem: Playing Texas Hold'em with Dexterous Embodied System

AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning

How Accurate are Video Quality Models for Diffusion-Based Video Super-Resolution?

From LLMs to LRMs: Rethinking Pruning for Reasoning-Centric Models

Test-Time Adaptation for EEG Foundation Models: A Systematic Study under Real-World Distribution Shifts

CompactAttention: Accelerating Chunked Prefill with Block-Union KV Selection

MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Efficient Reasoning with Balanced Thinking

Composer 2 Technical Report

Large Language Models over Networks: Collaborative Intelligence under Resource Constraints